Ji-Qian Ma

MSPPGT: A Multi-Scale Pyramid Pooling-Based Graph Transformer Framework for Neuropsychiatric Disorder Diagnosis.

Graph Neural Networks (GNNs) model functional connectivity patterns between brain regions via neighborhood information aggregation. However, most GNN based methods primarily focus on short-range dependencies between brain regions, making it difficult to mine the full-scale functional connectivity patterns of the entire...